Doç. Dr. SERKAN KARTAL

Yayın Ağı

Makaleler 15

1. Annotated 3D Point Cloud Dataset of Broad-Leaf Legumes Captured by High-Throughput Phenotyping Platform

Galba A., Masner J., Kholová J., KARTAL S., Stočes M., Mikeš V., et al.

Scientific Data , cilt.12, sa.1, 2025 (SCI-Expanded, Scopus)

2. AI-Driven Background Segmentation for High-Throughput 3D Plant Scans

KARTAL S., Masner J., Kholova J., Galba A., Murugesan T., Baddam R., et al.

IEEE Access , cilt.13, ss.136027-136037, 2025 (SCI-Expanded, Scopus)

3. Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series

KARTAL S., IBAN M. C., SEKERTEKIN A.

Environmental Science and Pollution Research , 2024 (SCI-Expanded, Scopus)

4. Flood Inundation Mapping with Supervised Classifiers: 2021 Gediz Plain Flood

Arslan E., Kartal S.

Türk Uzaktan Algılama ve CBS Dergisi , cilt.4, sa.1, ss.100-113, 2023 (TRDizin)

5. Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study

Kartal S.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , cilt.118, ss.1-11, 2023 (SCI-Expanded, Scopus)

6. Otokodlayıcılar Kullanarak Uzaktan Algılama Görüntülerindeki Eksik Verilerin Yeniden Yapılandırılması

KARTAL S.

Çukurova Üniversitesi Mühendislik Fakültesi dergisi , cilt.37, sa.4, ss.853-862, 2022 (TRDizin)

7. Prediction of MODIS land surface temperature using new hybrid models based on spatial interpolation techniques and deep learning models

KARTAL S., Sekertekin A.

ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH , cilt.29, sa.44, ss.67115-67134, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

8. Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images

KARTAL S.

ECOLOGICAL INFORMATICS , cilt.66, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

9. Machine Learning-Based Plant Detection Algorithms to Automate Counting Tasks Using 3D Canopy Scans

KARTAL S., Choudhary S., Masner J., Kholova J., Stoces M., Gattu P., et al.

SENSORS , cilt.21, sa.23, 2021 (SCI-Expanded, Scopus)

10. Segmentation of Bean-Plants Using Clustering Algorithms

KARTAL S., Choudhary S., Stoces M., Simek P., Vokoun T., Novak V.

AGRIS On-line Papers in Economics and Informatics , cilt.12, sa.3, ss.36-43, 2020 (Scopus)

11. Genelleştirilmiş regresyon yapay sinir ağı örüntü katman büyüklüğünü azaltmak için kümeleme tabanlı bir yaklaşım

ORAL M., KARTAL S., ÖZYILDIRIM B. M.

Pamukkale Ã?niversitesi MÃ¼hendislik Bilimleri Dergisi , 2018 (TRDizin)

12. PATTERN LAYER REDUCTION FOR A GENERALIZED REGRESSION NEURAL NETWORK BY USING A SELF-ORGANIZING MAP

KARTAL S., ORAL M., ÖZYILDIRIM B. M.

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE , cilt.28, sa.2, ss.411-424, 2018 (SCI-Expanded, Scopus)

13. A cluster based approach to reduce pattern layer size for generalized regression neural network

ORAL M., KARTAL S., ÖZYILDIRIM B. M.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , cilt.24, sa.5, ss.857-863, 2018 (ESCI, TRDizin)

14. New Pattern Reduction Method for Generalized Regression Neural Network

KARTAL S., ORAL M.

International Journal of Advanced Research in Computer Science and Software Engineering , 2017 (Hakemli Dergi)

15. Genetik Algoritma Yaklaşımı ile Şantiye Yerleşim Planlaması

ORAL M., KARTAL S., ORAL E.

Çukurova Üniversitesi Mühendislik-Mimarlik Fakültesi Dergisi , cilt.31, sa.2, ss.93-102, 2016 (SCI-Expanded, Scopus, TRDizin)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 10

1. SEGMENTATION OF 3D POINT CLOUDS DATA TO ANALYZE ENVIRONMENTAL ADAPTATIONS IN SORGHUM

KARTAL S., Masner J., Simek P., Stoces M., Novak V., Kholova J., et al.

TRENDS AND CHALLENGES OF AGRARIAN SECTOR, Prag, Çek Cumhuriyeti, 16 Eylül 2020, ss.151-158, (Tam Metin Bildiri)

2. A Deep convolutional neural network model for detecting diabetıc retinopathy.

ÖZYILDIRIM B. M., ORAL M., KARTAL S.

International Congress on Advance in Bioscience and Biotechnology, 25 Ekim 2017 - 29 Ocak 2018, (Özet Bildiri) Sürdürülebilir Kalkınma

3. XOR and Sparse String Based Image Compression Algorithm

ORAL M., KARTAL S., AYDIN A.

International Advanced Researches and Engineering Congress, Osmaniye, Türkiye, 14 - 16 Kasım 2017, ss.1337-1344, (Tam Metin Bildiri)

4. Phenotypic disassortative mating in real coded genetic algorithms

ORAL M., KARTAL S.

IMSEC 2016, 26 - 28 Ekim 2016, (Tam Metin Bildiri)

5. Comparison of Deep Convolutional Neural Network Structures The effect of layer counts and kernel sizes

KARTAL S., ÖZYILDIRIM B. M.

Fourth International Conference on Advances in Information Processing and Communication Technology - IPCT 2016, Roma, İtalya, 18 - 19 Ağustos 2016, ss.16-19, (Tam Metin Bildiri)